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2008 - n° 15
We present an introduction to the NetLogo simulation environment using the Segregation Model presented by Nobel Prize Winner Thomas Schelling in 1978. While reviewing the model, its Netlogo implementation is described step by step, using visual tools accompanied by the code for programming in the Netlogo language. Two extensions to the original model are proposed and programmed. All the models are fully described in the text.
Fabrizio Iozzi
Keywords: NetLogo,Schelling,simulation,agent-based,segregation
2010 - n° 35
We use actor-network theory (ANT) to understand how social workers in a large Italian local health authority might interact with a wiki space to share resources, inform practice, and maintain their professional identity. At the time of study, the wiki was proposed as a replacement technology for an existing structured knowledge management system (KMS). We introduce the case organization, the social workers and the problem and then describe the key concepts of ANT and how they can be used to guide socio-technical analysis of the potential for a proposed new information technology. ANT was applied in two ways. Firstly, we analyzed how the social workers' existing KMS came about, using the processes of translation as defined in ANT to reconstruct the events leading to that choice and the subsequent idea of replacing the KMS with a wiki. We then used a due process model and drew the actor-network in order to consider the wiki as a potential replacement for the existing KMS. As part of this process, we present the design of a seed structure and participation process for a wiki that would both maintain the value of KMS work done to date and meet additional needs for informal learning and maintenance of professional identity among the social workers. The successful adoption and sustainability of the wiki will depend on strengthening its association with the other stakeholders participating in the project.
Marisa Ponti, Stefano Renzi, Jane Klobas
Keywords: wiki,social workers,health sector,actor-network theory,Italy,seed design
2021 - n° 150
We investigate the gender gap in Economics among bachelor's and master's graduates in Italy between 2010 and 2019. First we establish that being female exerts a negative impact on the choice to major in Economics: at the bachelor level, only 73 women graduate in Economics for every 100 men, with the mathematical content of high school curricula as the key driver of the effect and a persistence of the gap at the master level. Second, within a full menu of major choices, Economics displays the largest gap, followed by STEM and then Business Economics. Third, decomposition analyses expose a unique role for the math background in driving the Economics gender gap relative to other elds. Fourth, a triple difference analysis of a high school reform shows that an increase in the math content of traditionally low math curricula caused an increase in the Economics gender gap among treated students.
Graziella Bertocchi, Luca Bonacini, Marina Murat
Keywords: Education Gender Gap,Economics,Higher Education,Business Economics,Major Choice,Major Switching,Mathematics,Stereotypes.
2017 - n° 112
The general decline in alcohol and tobacco consumption among teenagers in recent years has been interpreted as a success of the European governments campaigns to increase adolescents’ awareness about the risk associated to drug use. At the same time, polydrug users – those who make use of more than one substance – are becoming a prevalent group among adolescent substance users. This evidence raises the question of whether the traditional approach to study risk perception related to substance use could be improved. Research in this field always deals with substance-specific risk perception indicators, while it lacks of a composite and synthetic measure of risk perception related to the overall attitudes towards substances use. This study explores whether there is a unique overall perception of risk associated with different legal and illegal substances use. Specifically, by making use of ESPAD data, we explore whether it is possible to derive an overall measure of attitude toward drugs consumption, by combining a set of indicators of risk perception regarding different types of substances (i.e. alcohol, tobacco, cannabis and other illegal drugs) and different frequencies of use (i.e. sporadic versus regular). Factor analysis results provide evidence of the existence of three indexes of perceived risk associated, respectively, to the use of legal drugs, the sporadic use of illegal drugs and the regular use of illegal drugs.
Nicoletta Balbo, Andrea Bonanomi, Francesca Luppi
Keywords: adolescents,drugs,Europe,perceived risk,polydrug
2010 - n° 32
Young people leave the parental home at different ages, and differences exist both between and within societies. To explain this heterogeneity, differences in earnings and employment, education and family formation are popular candidates. Comparative research has emphasised the importance of institutional arrangements, in particular the way state welfare systems are able to support young individuals in the transition to adulthood. It has been argued, however, that despite differences in welfare support, differences in social norms also play an important role. In this paper we make an attempt to explain the heterogeneity in individuals' perceptions of the age deadline for leaving home. Using information from the third round of the European Social Survey (ESS) we implement a series of multi-level regression models where we account both for country and regional heterogeneity. The idea is that contextual variables may affect individuals' perception of the age deadline, which in turn is likely to matter for the actual age of leaving home. Just as in the literature concerned with explaining actual behaviour, we find that strong normative differences between countries persist. We also find significant, though lower, regional variability in the analysis on the pooled set of European countries we have in our data set. Unemployment rate and education are found to have a strong role in explaining heterogeneity of norms at the country level, while religiosity influences age norms mostly at the regional level. This is consistent with the idea that cultural factors are important at the regional level while structural factors show their influence at the country level.
Arnstein Aassve, Bruno Arpino, Francesco Billari
Keywords: age norms,European Social Survey,leaving home,multilevel analysis
2016 - n° 88
We study a setting where anti-discrimination legislation gives rise to adverse selection in the labor market. Firms rely on nonlinear compensation contracts to screen workers who differ in their family/career orientation. This results in a la- bor market equilibrium where career-oriented workers are offered an inefficiently low duration of parental leave. In addition, family-oriented workers are offered lower wages as compared to their equally skilled career-oriented counterparts. We demonstrate the usefulness of mandatory parental leave rules in mitigating the distortion in the labor market and derive conditions under which a Pareto im- provement is possible. We also characterize the optimal parental leave policy and highlight the possibility for parental leave legislation to eliminate the wage penalty of family-oriented workers by supporting pooling employment contracts.
Spencer Bastani, Tomer Blumkin, Luca Micheletto
Keywords: anti-discrimination,adverse selection,parental leave,efficiency
2008 - n° 8
The generous Nordic model of welfare is commonly viewed as an exceptional success, in terms of both equality and economic growth. However, it recently became evident that subgroups of the population with weak labour market attachment and high welfare dependency, such as lone mothers, were vastly overrepresented among the poor. This prompted a workfare reform of the Norwegian welfare system for lone mothers: activity requirements were brought in, time limits imposed and benefit levels raised. To evaluate the reform we introduce an estimator that, unlike the much used difference-in-difference approach, accounts for the fact that policy changes are typically phased in gradually rather than coming into full effect immediately. The results were striking: the workfare reform has not only led to increased earnings and educational attainment but also reduced poverty.
Magne Mogstad, Chiara Pronzato
Keywords: welfare,lone mothers,workfare reform,difference-in-difference,activity requirements,time limits,earnings,education,poverty
2009 - n° 19
The aim of this paper is to assess the quality of the ranking of institutions obtained with multilevel techniques in presence of different model misspecifications and data structures. Through a Monte Carlo simulation study, we find that it is quite hard to obtain a reliable ranking of the whole effectiveness distribution while, under various experimental conditions, it is possible to identify institutions with extreme performances. Ranking quality increases with increasing intra class correlation coefficient and/or overall sample size. Furthermore, multilevel models where the between and within cluster components of first-level covariates are distinguished perform significantly better than both multilevel models where the two effects are set to be equal and the fixed effect models.
Bruno Arpino, Roberta Varriale
Keywords: multilevel models,ranking of institutions,second-level residuals distribution
2014 - n° 60
ABSTRACT It is well established that the departure from the parental home of young Italian adults occurs at a particularly late age, especially when compared to northern European countries. Moreover, in Italy a large gap exists between young people’s aspirations and their subsequent realization. This study aims to explore the factors favouring or hampering the successful achievement of residential independence from the family of origin. Using data from the longitudinal surveys “Family and Social Subjects”, carried out by the Italian National Institute of Statistics (Istat) in 2003 and 2007, we analyze leaving home as a mid-term decision-making process. Our results provide empirical evidence that the inability to find a stable job reduces young adults’ autonomy. Net of employment status, attitudes and social norms also have an important effect on the intention to leave the family home. The socio-cultural status of the family of origin specifically favours the successful realization of the behaviour. Notably, this effect is gender-specific, with women more influenced by the mother and men by the father.
Giulia Ferrari, Alessandro Rosina, Emiliano Sironi
Keywords: leaving the parental home,young adulthood,family ties